fleet-memory/hindsight-api-slim/hindsight_api/engine/db_budget.py
Nicolò Boschi 15ea23d5d6
feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560)
* feat: introduce hindsight-api-slim and hindsight-all-slim packages

Closes #552

- Move all source code from hindsight-api/ to new hindsight-api-slim/
- hindsight-api-slim has heavy ML deps (torch, sentence-transformers,
  transformers, einops, flashrank, mlx, mlx-lm, safetensors) and
  pg0-embedded as optional extras: [local-ml], [embedded-db], [all]
- hindsight-api becomes a zero-code meta-package depending on
  hindsight-api-slim[all] for full backward compatibility
- Add hindsight-all-slim meta-package: hindsight-api-slim + client + embed
- hindsight-all updated to depend on hindsight-api-slim[all]
- pg0.py: lazy-import pg0 with clear ImportError pointing to [embedded-db]
- Dockerfile: replace sed hack with proper uv sync --extra flags
- Update release.yml, test.yml, lint.sh, release.sh, CLAUDE.md and
  all path references throughout the repo

* refactor: rename hindsight/ directory to hindsight-all/

* docs: document hindsight-api-slim and hindsight-all-slim package variants

Add package variants table and extras explanation to installation.md

* docs: remove emojis from installation.md, use professional tone

* docs: link Docker slim variant to pip package variants section

* docs: consolidate Docker image variants into single table

* ci: fix working-directory paths after package restructure

- Replace all hindsight-api → hindsight-api-slim in test.yml
- Replace hindsight → hindsight-all in test.yml
- Add --extra embedded-db to test-embed API install step

* ci: add local-ml and embedded-db extras to API sync steps

These extras were previously implicit in the old hindsight-api package
(which bundled everything). Now that hindsight-api-slim uses optional
extras, we must explicitly request local-ml and embedded-db in CI.

* ci: add API install step with embedded-db to test-embed smoke test

The smoke test starts hindsight-api as a daemon, which requires pg0-embedded.
Add a dedicated install step for hindsight-api-slim with embedded-db extra
so the daemon can start successfully.

* ci: remove --no-install-project when using optional extras

When --no-install-project is combined with --extra, the optional deps
are not installed because extras require the project to be active.
Remove --no-install-project from steps that need local-ml or embedded-db.

* ci: fix ordering of uv sync steps to preserve optional extras

When uv sync runs for a different workspace member, it removes optional
extras installed for other members. Fix by always running extra-requiring
API sync last, after other workspace member syncs.

Also remove --no-install-project from embedded-db sync in test-embed,
as --no-install-project prevents optional extras from being active.

* ci: add local-ml extra to test-embed API install for smoke test

The smoke test starts the full API server which needs sentence-transformers
for local embeddings (default provider). Add local-ml extra to the install.

* ci: simplify extras with --all-extras and add slim pip smoke test

- Replace explicit --extra local-ml --extra embedded-db with --all-extras
  for cleaner, more maintainable sync steps
- Add test-pip-slim job: tests hindsight-api-slim[embedded-db] without
  local ML models, using Cohere for embeddings/reranking (mirrors Docker
  slim smoke test approach)

* ci: simplify slim smoke test to health check only (mirrors Docker test)
2026-03-13 13:50:03 +01:00

284 lines
8.4 KiB
Python

"""
Database connection budget management.
Limits concurrent database connections per operation to prevent
a single operation (e.g., recall with parallel queries) from
exhausting the connection pool.
"""
import asyncio
import logging
import uuid
from contextlib import asynccontextmanager
from dataclasses import dataclass, field
from typing import TYPE_CHECKING, AsyncIterator
if TYPE_CHECKING:
import asyncpg
logger = logging.getLogger(__name__)
@dataclass
class OperationBudget:
"""
Tracks connection budget for a single operation.
Each operation gets a semaphore limiting its concurrent connections.
"""
operation_id: str
max_connections: int
semaphore: asyncio.Semaphore = field(init=False)
active_count: int = field(default=0, init=False)
def __post_init__(self):
self.semaphore = asyncio.Semaphore(self.max_connections)
class ConnectionBudgetManager:
"""
Manages per-operation connection budgets.
Usage:
manager = ConnectionBudgetManager(default_budget=4)
# Start an operation
async with manager.operation(max_connections=2) as op:
# Acquire connections within the budget
async with op.acquire(pool) as conn:
await conn.fetch(...)
# Multiple connections respect the budget
async with op.acquire(pool) as conn1, op.acquire(pool) as conn2:
# At most 2 concurrent connections for this operation
...
"""
def __init__(self, default_budget: int = 4):
"""
Initialize the budget manager.
Args:
default_budget: Default max connections per operation
"""
self.default_budget = default_budget
self._operations: dict[str, OperationBudget] = {}
self._lock = asyncio.Lock()
@asynccontextmanager
async def operation(
self,
max_connections: int | None = None,
operation_id: str | None = None,
) -> AsyncIterator["BudgetedOperation"]:
"""
Create a budgeted operation context.
Args:
max_connections: Max concurrent connections for this operation.
Defaults to manager's default_budget.
operation_id: Optional custom operation ID. Auto-generated if not provided.
Yields:
BudgetedOperation context for acquiring connections
"""
op_id = operation_id or f"op-{uuid.uuid4().hex[:12]}"
budget = max_connections or self.default_budget
async with self._lock:
if op_id in self._operations:
raise ValueError(f"Operation {op_id} already exists")
self._operations[op_id] = OperationBudget(op_id, budget)
try:
yield BudgetedOperation(self, op_id)
finally:
async with self._lock:
self._operations.pop(op_id, None)
def _get_budget(self, operation_id: str) -> OperationBudget:
"""Get budget for an operation (internal use)."""
budget = self._operations.get(operation_id)
if not budget:
raise ValueError(f"Operation {operation_id} not found")
return budget
class BudgetedOperation:
"""
A single operation with connection budget.
Provides methods to acquire connections within the budget.
"""
def __init__(self, manager: ConnectionBudgetManager, operation_id: str):
self._manager = manager
self.operation_id = operation_id
@property
def budget(self) -> OperationBudget:
"""Get the budget for this operation."""
return self._manager._get_budget(self.operation_id)
@asynccontextmanager
async def acquire(self, pool: "asyncpg.Pool") -> AsyncIterator["asyncpg.Connection"]:
"""
Acquire a connection within the operation's budget.
Blocks if the operation has reached its connection limit.
Args:
pool: asyncpg connection pool
Yields:
Database connection
"""
budget = self.budget
async with budget.semaphore:
budget.active_count += 1
conn = await pool.acquire()
try:
yield conn
finally:
budget.active_count -= 1
await pool.release(conn)
def wrap_pool(self, pool: "asyncpg.Pool") -> "BudgetedPool":
"""
Wrap a pool with this operation's budget.
The returned BudgetedPool can be passed to functions expecting a pool,
and all acquire() calls will be limited by this operation's budget.
Args:
pool: asyncpg connection pool to wrap
Returns:
BudgetedPool that limits connections to this operation's budget
"""
return BudgetedPool(pool, self)
async def acquire_many(
self,
pool: "asyncpg.Pool",
count: int,
) -> AsyncIterator[list["asyncpg.Connection"]]:
"""
Acquire multiple connections within the budget.
Note: This acquires connections sequentially to respect the budget.
For parallel acquisition, use multiple acquire() calls with asyncio.gather().
Args:
pool: asyncpg connection pool
count: Number of connections to acquire
Yields:
List of database connections
"""
connections = []
try:
for _ in range(count):
conn = await pool.acquire()
connections.append(conn)
yield connections
finally:
for conn in connections:
await pool.release(conn)
# Global default manager instance
_default_manager: ConnectionBudgetManager | None = None
def get_budget_manager(default_budget: int = 4) -> ConnectionBudgetManager:
"""
Get or create the global budget manager.
Args:
default_budget: Default max connections per operation
Returns:
Global ConnectionBudgetManager instance
"""
global _default_manager
if _default_manager is None:
_default_manager = ConnectionBudgetManager(default_budget=default_budget)
return _default_manager
@asynccontextmanager
async def budgeted_operation(
max_connections: int | None = None,
operation_id: str | None = None,
default_budget: int = 4,
) -> AsyncIterator[BudgetedOperation]:
"""
Convenience function to create a budgeted operation.
Args:
max_connections: Max concurrent connections for this operation
operation_id: Optional custom operation ID
default_budget: Default budget if manager not yet created
Yields:
BudgetedOperation context
Example:
async with budgeted_operation(max_connections=2) as op:
async with op.acquire(pool) as conn:
await conn.fetch(...)
"""
manager = get_budget_manager(default_budget)
async with manager.operation(max_connections, operation_id) as op:
yield op
class BudgetedPool:
"""
A pool wrapper that limits concurrent connection acquisitions.
This can be passed to functions expecting a pool, and acquire()
calls will be limited by the budget semaphore.
Usage:
async with budgeted_operation(max_connections=4) as op:
budgeted_pool = op.wrap_pool(pool)
# Pass budgeted_pool to functions that expect a pool
await some_function(budgeted_pool, ...)
"""
def __init__(self, pool: "asyncpg.Pool", operation: BudgetedOperation):
self._pool = pool
self._operation = operation
async def acquire(self) -> "asyncpg.Connection":
"""
Acquire a connection within the budget.
Note: Caller must release the connection when done.
Prefer using as context manager via acquire_with_retry or op.acquire().
"""
budget = self._operation.budget
await budget.semaphore.acquire()
budget.active_count += 1
try:
return await self._pool.acquire()
except Exception:
budget.active_count -= 1
budget.semaphore.release()
raise
async def release(self, conn: "asyncpg.Connection") -> None:
"""Release a connection back to the pool."""
budget = self._operation.budget
try:
await self._pool.release(conn)
finally:
budget.active_count -= 1
budget.semaphore.release()
def __getattr__(self, name):
"""Proxy other attributes to the underlying pool."""
return getattr(self._pool, name)